What is recorded here?
Distilled BERT during pretraining with language-modeling, teacher-distillation and cosine-distance losses, yielding a reusable smaller representation model.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Inherits BERT and knowledge distillation. Reported retained capability is a benchmark aggregate, not97percent of all possible language abilities; compact inference still requires the teacher/pretraining costs.
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People and systems
Victor Sanh; Lysandre Debut; Julien Chaumond; Thomas Wolf
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
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English catalogue narrative
DistilBERT: general pretraining distillation with a triple loss
Distilled BERT during pretraining with language-modeling, teacher-distillation and cosine-distance losses, yielding a reusable smaller representation model.
Scientific scope
Inherits BERT and knowledge distillation. Reported retained capability is a benchmark aggregate, not97percent of all possible language abilities; compact inference still requires the teacher/pretraining costs.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Victor Sanh; Lysandre Debut; Julien Chaumond; Thomas Wolf
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.